feature: improve website search functionality

[milinddethe15]

This is a Feature Request

The current Kubeflow website uses a Google Custom Search Engine implementation, which has limitations in terms of customization, relevance, and user experience.
While this provides basic functionality, it has several limitations:

• Users are redirected away from the Kubeflow site to view search results.
• The relevancy and filtering of results are limited.
• There is no in-site integration for highlighting, faceting, or advanced query capabilities.

What would you like to be added

To enhance the search experience for users, I propose migrating to a modern search solution like Algolia or Lunr.

Proposed options:

• Algolia DocSearch: It a free, hosted search solution designed specifically for technical documentation and open-source projects. It crawls the site, indexes content, and delivers a fast, typo-tolerant search experience with minimal setup.

  • Sites with this implemented: https://docs.cilium.io/en/stable/, https://docs.litmuschaos.io/

• Lunr: It is a lightweight, open-source, client-side search library that enables offline-capable, self-hosted search functionality. It’s ideal for static websites and projects prioritizing privacy, control, and zero external dependencies.

  • Sites with this implemented: https://kubectl.docs.kubernetes.io/

Labels

/area website

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[milinddethe15]

more options: https://gohugo.io/tools/search/